Pith Number

pith:4FEZO2W7

pith:2025:4FEZO2W7X7ZYP2XC7OZMLIWGDJ

not attested not anchored not stored refs pending

LLMs as World Models: Data-Driven and Human-Centered Pre-Event Simulation for Disaster Impact Assessment

Dawei Li, Jingxiao Liu, Lingyao Li, Min Deng, Runlong Yu, Xiaoran Xu, Zhenhui Ou, Zihui Ma

arxiv:2506.06355 v1 · 2025-06-02 · cs.CY · cs.CE · cs.CL · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4FEZO2W7X7ZYP2XC7OZMLIWGDJ}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

3 papers in Pith

Do VLMs See What Sensors Feel? A Scalable Expert-Guided Design for Wheelchair Accessibility Assessment from Street View

From Pixels to Places: A Systematic Benchmark for Evaluating Image Geolocalization Ability in Large Language Models

Empowering LLM Agents with Geospatial Awareness: Toward Grounded Reasoning for Wildfire Response

Receipt and verification

First computed	2026-07-05T11:17:48.741577Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e149976adfbff387eae2fbb2c5a2c61a6a9aceccb1b49bcef13b506ea8280804

Aliases

arxiv: 2506.06355 · arxiv_version: 2506.06355v1 · doi: 10.48550/arxiv.2506.06355 · pith_short_12: 4FEZO2W7X7ZY · pith_short_16: 4FEZO2W7X7ZYP2XC · pith_short_8: 4FEZO2W7

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/4FEZO2W7X7ZYP2XC7OZMLIWGDJ \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: e149976adfbff387eae2fbb2c5a2c61a6a9aceccb1b49bcef13b506ea8280804

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9ecf650b739e7c405ea9cf243a1df290791acbf8fd095de1caba3c40c9a8d975",
    "cross_cats_sorted": [
      "cs.CE",
      "cs.CL",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2025-06-02T22:07:53Z",
    "title_canon_sha256": "e7554d26f0a87f534a4cbf1a4bc1c229deeb07baea6452d5b602671ffe48407b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.06355",
    "kind": "arxiv",
    "version": 1
  }
}